How to Find a Startup Idea: Automate Your Worst Job
How to find a startup idea without market research: automate your worst job, then watch who quietly asks to buy the tool you already built.
Eamon Looney
MCP vs RAG: why ask-and-pray retrieval fails reports
MCP vs RAG explained for business reporting. Why vector retrieval hallucinates your numbers, and why MCP's live queries fix what RAG can't.
Fine-Tuning vs Frontier AI: Own a Smaller, Better Model
Nervous about feeding client data to ChatGPT? Here's when fine-tuning a private AI model beats renting a frontier one, and when it just wastes money.
Can I Trust AI Data Analysis in Front of a Client?
AI data analysis is fast, but a wrong answer looks just like a right one. Here is how to catch errors before a client does and report with confidence.
Why Your Reports Don't Lead to Decisions
You have dashboards, exports and spreadsheets and still can't decide. Here's why data-driven decision making stalls, and how to turn reports into action.
Clean Data: The Only AI Prerequisite That Matters
Forget the model and the platform. Data quality for AI is the prerequisite that decides whether your automation works. Here's how to tell if your data is ready.
Why businesses winning with AI just started
Stop planning your AI business strategy and start a two-week experiment instead. Here's how small businesses and agencies are pulling ahead right now.
Automation
When Not to Use AI: Workflows That Should Stay Manual
Not every workflow benefits from AI. Here's how to spot the tasks where automation creates more problems than it solves — and why keeping them manual is the smarter move.
Automation
Build your first AI agent: why boring wins
Want to build an AI agent for business? Start with one boring job, not a 7-agent pipeline. Here's how to pick your first agent and what success actually looks like.
AI
MCP Servers Explained: Why They Matter More Than Your AI Model
MCP servers are changing how professionals use AI. Here's what the Model Context Protocol is, why it matters more than your AI model, and how to get started.
Small Business AI Automation: Start With One Bottleneck
Small business AI automation works when you fix one painful bottleneck first — not when you run a transformation programme. Here's how to find yours.
AI
Why Your Business is Already Sitting on an AI Goldmine (And Most Companies Don't Realise It)
You're sceptical of AI hype but curious about practical applications that enhance rather than replace your existing processes.